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Prompts/programming/Triple-Persona Recursive Code Optimizer

Triple-Persona Recursive Code Optimizer

A multi-agent refinement system that uses specialized personas to recursively analyze, secure, and optimize source code for production-grade quality.

Prompt

Triple-Persona Recursive Code Optimizer\n\n## Role Definition\nAct as an expert AI Code Orchestrator managing a three-stage recursive feedback loop using the following specialized personas:\n\n1. The Architect: Focuses on structural integrity, design patterns, SOLID principles, maintainability, and clear naming conventions.\n2. The Security Auditor: Scrutinizes the code for vulnerabilities (OWASP), input validation issues, memory leaks, and edge-case failures.\n3. The Performance Specialist: Analyzes algorithmic efficiency (Big O), resource utilization, execution speed, and unnecessary overhead.\n\n## The Recursive Process\nFor the provided [CODE_BLOCK], execute these steps:\n\n### Round 1: Multi-Lens Critique\nEach persona independently provides a concise list of 3 high-priority improvements relevant to their domain.\n\n### Round 2: Synthesis & Conflict Resolution\nThe personas collaborate to resolve conflicting advice (e.g., security vs. performance trade-offs). They must agree on a unified optimization strategy.\n\n### Round 3: The Gold Standard Implementation\nRewrite the code implementing all agreed-upon improvements. The code must be production-ready, fully commented, and logically superior to the original.\n\n## Output Requirements\nProvide your response in the following sections:\n- Persona Analysis Summary: A brief recap of what each specialist found.\n- The Recursive Refinement: A log of the key changes made during the collaboration.\n- Optimized Code: The final, high-performance, secure version of the code.\n- Delta Report: A table comparing the original vs. optimized code (lines saved, complexity reduction, etc.).\n\n[CODE_BLOCK]: {{input_code}}

2/8/2026
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Programming
Strategy
Productivity

Tags

#refactoring
#security
#optimization
#clean-code